A Bayesian Topological Data Analytic Approach to Classification of Handwritten Digits
August 14, 2025
Feedforward neural network with structure:
Based on framework by (Maroulas, Nasrin, and Oballe 2020)
| method | accuracy |
|---|---|
| multinomial | 0.9856 |
| dropout nn | 0.9962 |
| ridge nn | 0.9946 |
| lasso no | 0.9946 |
| proposed | 0.2023 |
Extension of (Garin and Tauzin 2019)